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C. Rusin and G. Kumar
Spatial presentation
of PTIPS data for
Bus Priority Planning
July 2016
OUTLINE
Introduction (the story)
The bus priority story
Data analysis
Geospatial analysis
Interpretation of data
Presentation of analysis
Project outcomes
Next steps
Sydney’s bus network:
 13 bus contract regions
 Over 600 bus routes
 In the vicinity of 370 million
bus passengers over a
year
 2.54 billion passenger
kilometres in 2015 (1.58
billion in Melbourne)
CONTEXT: ABOUT SYDNEY BUS SERVICES
Bus priority in Sydney
 600 bus routes, thousands of services each day
 Over 1 million passengers transported per day
SYDNEY’S BUS FUTURE (TFNSW 2013)
 ‘Simpler, faster, better bus services’:
 ‘turn up and go’ services
 Rapid services av. speed above 25 km/hr
 Reliability of services (to timetable)
 Tiers of the bus network:
 Rapid routes (efficiency, linking centres)
 Suburban routes (frequency)
 Local routes (coverage)
 Issues affecting bus efficiency:
 Competing demands for road space
 Constrained by congested road networks
THE BUS PRIORITY STORY
A B
Rapid
Suburban
Local
CUSTOMER PERSPECTIVE
But what happens when Sydney’s roads look like this?
BUS PRIORITY IN SYDNEY
Bus priority story – what do we want?
 Bus network which is reliable, efficiency,
understandable
 NSW Premiere’s target for 90% of peak travel
on road routes is on time
 Partner with NSW Government’s investment
strategy
 Confidence in where to spend
Task: Develop analysis tool for analysing data
and identifying corridor pinchpoints.
Transport for NSW has commissioned several pinch points analysis for improved
bus priority infrastructure, along several corridors.
 Using the Public Transport Information and Priority System (PTIPS)
PTIPS
Pinch points analysis in the bigger picture:
Justification for bus priority and corridor efficiency improvements…
 Clear understanding of bus corridor pinchpoints
PROJECT FLOW CHART
INTRODUCTION
Identify
problem
corridor
Investigation
and
assessment
Options
evaluation
Corridor
performance
and options
report
Design of
infrastructure
solution
PTIPS analysis to
understand pinch points
The task objective:
Clear illustration and understanding of corridor pinch
points (problem areas)
DATA ANALYSIS
Case study: Northern
Beaches (Neutral Bay to
Mona Vale)
Over 820,000 bus trips
(over 50 routes), 30kms or
corridor.
Local issues:
 Traffic congestion
 Weekend travel time
issues
 Kerbside parking
 Passenger congestion at
stops
 Narrow lanes
 Inconsistent bus priority
infrastructure
Identified as a priority Rapid Bus
Corridor in Sydney’s Bus Future
(2013)
DATA ANALYSIS
Task strategy:
Lessons learned:
 Know what your end result should look like
 Template MS Excel, copy-paste data sets, automated analysis
 GIS analysis – good for large data analysis
 Avoid taking averages of averages (use first principles)
1. Stop-by-
stop analysis
2. time-point
analysis
GEO-SPATIAL ANALYSIS
Time point data analysis
 Finer-grained data, identification of specific problem locations
 Larger volume of data to analyse
 GIS is an effective application to analyse and visualise speed and
variability results.
 Method:
 1: Processing raw PTIPs data into format, excluding irrelevant and
erroneous data.
 2: Segmented the bus route into sections (106 sections, 150-170m)
 3: Data imported and mapped using x,y co-ordinates
 4: Identify northbound/southbound routes and data outside of corridor
excluded
Geeta Kumar
GEO-SPATIAL ANALYSIS
Time point data analysis
Data imported and mapped using x,y
co-ordinates
 5: Calculated average travel times
for each section, determined by
interpolating the times at which the
bus arrived at the segment ends.
 6: Analysis was visualized on a
map.
GEO-SPATIAL TIME POINT ANALYSIS
GIS MAP
INTERPRETATION OF DATA
Stop-based data analysis
Comparing two metrics: Average Speed and Average variation
Consider whole corridor – to find pinch points.
Pinchpoint
Pinchpoint
INTERPRETATION OF DATA
Stop-based data analysis
Pinchpoint
Pinchpoint
 AM Peak
 Inbound services
 Between Sydney
Road, Balgowlah and
Sydney CBD
 Comparison of All
stops and Express
services
VALIDATION OF ANALYSIS
Inbound traffic, PM period,
Military Road at Wycombe
Road (Neutral Bay) - facing
West
Bunching of services: buses
delaying buses
Inbound (Neutral Bay)
VALIDATION OF ANALYSIS
Outbound traffic, Military
Road at Murdoch Street
(Cremorne)
Inbound traffic, PM
period, Military Road -
facing West
Bus lane free
PRESENTATION OF ANALYSIS
Time point analysis (Map with colour-coded sections)
 High level of detail
 Efficient analysis through GIS
 Identification of specific pinch point locations
 Visual presentation of corridor performance metrics
 Map – easy to understand
Stop-stop analysis (graphical presentation)
 Best use of available data
 Graphical analysis efficient to produce
 Connection between performance metrics and locations
 Logic for pinch point identification is clear
Which is better?
OTHER ASSESSMENT TOOLS
 Opal card origin-destination data analysis
 Other ticketing data and service type comparisons (all stop versus limited
stops)
 Busway vehicle flow and passenger capacity analysis
 Current flow vs optimal capacity – efficiency enhancements
 Options assessment:
Detailed
assessment
Preliminary
investigation
Strategic
review
• Toolkit of options
• TWG review
• SWOT assessment
• Preliminary capacity
investigation
• Modelling
• Multi-criteria assessment
PROJECT OUTCOMES
Tailor-made approach to measuring and understanding pinchpoints.
Informed improvements to bus corridor efficiency:
 New bus lanes and converted lanes to bus priority
 Fewer bus stops
 Bus platforms next to stops or indented bays
 Extended bus lane times
 Removal of roadside inhibitors (e.g. trees)
 Parking removal and adjacent street parking improvements
Opportunities to use the analysis in various stages of project lifecycle.
Transport NSW expressed satisfaction with the outputs:
 Understandable
 Reliable basis for justifying planning & investment
 Enables specific response to actual corridor issues
NEXT STEPS
 Inputs into broader study on Northern Beaches corridor performance and
opportunities investigation
 Previously this work has fed into business cases for corridor improvements
 Creating a stream-lined data analysis service for our clients – well tested
and proven
 Combine with other tested analysis methods and develop a toolkit for
corridor performance analysis, option development and assessment
 Opportunities to use method within Auckland and New Zealand
comparable transport markets
The Big Picture
LAST WORDS
Source: Daily Telegraph, “Frustrated commuters want express service”, Dec 2015
(Photo: Justin Sanson)
“… if we want to reduce our reliance on private cars we need better and
more frequent public transport options.” The Hills Mayor, Michelle Byrne
Questions?
Thank you!
Photo source: SMH 2014 The Military-Spit-Pittwater bus corridor

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Using spatial presentation of bus GPS data to identify and justify bus priority upgrades

  • 1. C. Rusin and G. Kumar Spatial presentation of PTIPS data for Bus Priority Planning July 2016
  • 2. OUTLINE Introduction (the story) The bus priority story Data analysis Geospatial analysis Interpretation of data Presentation of analysis Project outcomes Next steps
  • 3. Sydney’s bus network:  13 bus contract regions  Over 600 bus routes  In the vicinity of 370 million bus passengers over a year  2.54 billion passenger kilometres in 2015 (1.58 billion in Melbourne) CONTEXT: ABOUT SYDNEY BUS SERVICES
  • 4. Bus priority in Sydney  600 bus routes, thousands of services each day  Over 1 million passengers transported per day SYDNEY’S BUS FUTURE (TFNSW 2013)  ‘Simpler, faster, better bus services’:  ‘turn up and go’ services  Rapid services av. speed above 25 km/hr  Reliability of services (to timetable)  Tiers of the bus network:  Rapid routes (efficiency, linking centres)  Suburban routes (frequency)  Local routes (coverage)  Issues affecting bus efficiency:  Competing demands for road space  Constrained by congested road networks THE BUS PRIORITY STORY A B Rapid Suburban Local
  • 5. CUSTOMER PERSPECTIVE But what happens when Sydney’s roads look like this?
  • 6. BUS PRIORITY IN SYDNEY Bus priority story – what do we want?  Bus network which is reliable, efficiency, understandable  NSW Premiere’s target for 90% of peak travel on road routes is on time  Partner with NSW Government’s investment strategy  Confidence in where to spend Task: Develop analysis tool for analysing data and identifying corridor pinchpoints.
  • 7. Transport for NSW has commissioned several pinch points analysis for improved bus priority infrastructure, along several corridors.  Using the Public Transport Information and Priority System (PTIPS) PTIPS
  • 8. Pinch points analysis in the bigger picture: Justification for bus priority and corridor efficiency improvements…  Clear understanding of bus corridor pinchpoints PROJECT FLOW CHART INTRODUCTION Identify problem corridor Investigation and assessment Options evaluation Corridor performance and options report Design of infrastructure solution PTIPS analysis to understand pinch points
  • 9. The task objective: Clear illustration and understanding of corridor pinch points (problem areas)
  • 10. DATA ANALYSIS Case study: Northern Beaches (Neutral Bay to Mona Vale) Over 820,000 bus trips (over 50 routes), 30kms or corridor. Local issues:  Traffic congestion  Weekend travel time issues  Kerbside parking  Passenger congestion at stops  Narrow lanes  Inconsistent bus priority infrastructure Identified as a priority Rapid Bus Corridor in Sydney’s Bus Future (2013)
  • 11. DATA ANALYSIS Task strategy: Lessons learned:  Know what your end result should look like  Template MS Excel, copy-paste data sets, automated analysis  GIS analysis – good for large data analysis  Avoid taking averages of averages (use first principles) 1. Stop-by- stop analysis 2. time-point analysis
  • 12. GEO-SPATIAL ANALYSIS Time point data analysis  Finer-grained data, identification of specific problem locations  Larger volume of data to analyse  GIS is an effective application to analyse and visualise speed and variability results.  Method:  1: Processing raw PTIPs data into format, excluding irrelevant and erroneous data.  2: Segmented the bus route into sections (106 sections, 150-170m)  3: Data imported and mapped using x,y co-ordinates  4: Identify northbound/southbound routes and data outside of corridor excluded
  • 14. GEO-SPATIAL ANALYSIS Time point data analysis Data imported and mapped using x,y co-ordinates  5: Calculated average travel times for each section, determined by interpolating the times at which the bus arrived at the segment ends.  6: Analysis was visualized on a map.
  • 15. GEO-SPATIAL TIME POINT ANALYSIS GIS MAP
  • 16. INTERPRETATION OF DATA Stop-based data analysis Comparing two metrics: Average Speed and Average variation Consider whole corridor – to find pinch points. Pinchpoint Pinchpoint
  • 17. INTERPRETATION OF DATA Stop-based data analysis Pinchpoint Pinchpoint  AM Peak  Inbound services  Between Sydney Road, Balgowlah and Sydney CBD  Comparison of All stops and Express services
  • 18. VALIDATION OF ANALYSIS Inbound traffic, PM period, Military Road at Wycombe Road (Neutral Bay) - facing West Bunching of services: buses delaying buses Inbound (Neutral Bay)
  • 19. VALIDATION OF ANALYSIS Outbound traffic, Military Road at Murdoch Street (Cremorne) Inbound traffic, PM period, Military Road - facing West Bus lane free
  • 20. PRESENTATION OF ANALYSIS Time point analysis (Map with colour-coded sections)  High level of detail  Efficient analysis through GIS  Identification of specific pinch point locations  Visual presentation of corridor performance metrics  Map – easy to understand Stop-stop analysis (graphical presentation)  Best use of available data  Graphical analysis efficient to produce  Connection between performance metrics and locations  Logic for pinch point identification is clear Which is better?
  • 21. OTHER ASSESSMENT TOOLS  Opal card origin-destination data analysis  Other ticketing data and service type comparisons (all stop versus limited stops)  Busway vehicle flow and passenger capacity analysis  Current flow vs optimal capacity – efficiency enhancements  Options assessment: Detailed assessment Preliminary investigation Strategic review • Toolkit of options • TWG review • SWOT assessment • Preliminary capacity investigation • Modelling • Multi-criteria assessment
  • 22. PROJECT OUTCOMES Tailor-made approach to measuring and understanding pinchpoints. Informed improvements to bus corridor efficiency:  New bus lanes and converted lanes to bus priority  Fewer bus stops  Bus platforms next to stops or indented bays  Extended bus lane times  Removal of roadside inhibitors (e.g. trees)  Parking removal and adjacent street parking improvements Opportunities to use the analysis in various stages of project lifecycle. Transport NSW expressed satisfaction with the outputs:  Understandable  Reliable basis for justifying planning & investment  Enables specific response to actual corridor issues
  • 23. NEXT STEPS  Inputs into broader study on Northern Beaches corridor performance and opportunities investigation  Previously this work has fed into business cases for corridor improvements  Creating a stream-lined data analysis service for our clients – well tested and proven  Combine with other tested analysis methods and develop a toolkit for corridor performance analysis, option development and assessment  Opportunities to use method within Auckland and New Zealand comparable transport markets
  • 24. The Big Picture LAST WORDS Source: Daily Telegraph, “Frustrated commuters want express service”, Dec 2015 (Photo: Justin Sanson) “… if we want to reduce our reliance on private cars we need better and more frequent public transport options.” The Hills Mayor, Michelle Byrne
  • 25. Questions? Thank you! Photo source: SMH 2014 The Military-Spit-Pittwater bus corridor

Editor's Notes

  1. Before I introduce the work, let me tell you a little about the bigger picture story.
  2. When the Sydney bus picture looks like this, we look to unique methods of understanding and solving the problems. High quality interchanges with consistent wayfinding and signage • Address bus pinch points with missing link bus priority treatments on: – Pittwater Road north of, and across, Narrabeen Lakes – Pittwater Road between Dee Why and Brookvale – Military Road between The Spit and Neutral Bay In the longer term: • Complete investigation of Bus Rapid Transit for the Northern Beaches • New off-street bus interchange facility north west of Manly • New bus interchange facility at Neutral Bay Junction
  3. About PTIPS – Public Transport Information and Priority System
  4. Story of how we got to this position
  5. Story of how we got to this position
  6. One of our latest Bus priority projects was the Northern Beaches corridor from Neutral Bay to Mona Vale. This was a broader study of the overall performance of the corridor and bus prioritisation options. It involved an extensive analysis of PTIPs, GPS and travel time data. This corridor is notoriously congested, as it is the primary mode of transport for people travelling to from and within the Northern Beaches area of Sydney. In addition to this, Neutral Bay forms a funnel for many of the trips travelling to and from parts of Sydney south of the harbour, including the CBD. We analysed over 820,000 bus trips averaged over a month in 2015. the objective was to identify the all of the pinchpoints, speed, variability and travel times along the corridor, in order to prioritise investment into bus infrastructure. Ultimately there were expected to be trade-offs in the competition for road space along this corridor. Local problems: (as listed) Funnelling of traffic through Neutral Bay affects corridor capacity
  7. Step by step process Automated data cleansing Metrics agreed with client – based on the amended performance standards set within Sydney’s Bus Future. Metrics are average travel speed and variability – variability is… E.g. Average speeds between 18-25km/hr and Variability between 24-40% Analysis completed in parallel processes. Stop-by-stop (existing data format) Time-points (requiring GIS processing)
  8. GEETA – have shortened points on the slide. Time point data analysis Allows finer-grained view of corridor data, identification of specific problem locations Creates a larger volume of data to analyse GIS is an effective application to process and analyse large volume of data. Method: First steps involved processing raw PTIPs data into a format for analysis and excluding irrelevant and erroneous data. The Northern Beaches corridor - 106 sections , ranging between 150 – 170 m.
  9. GEETA – have shortened points on the slide. Time point data analysis The data imported directly into ESRI ArcGIS geodatabase and mapped using x,y coordinates All data points outside 40 m of the road excluded Using linear referencing tool in ArcGIS, northbound and southbound routes were created and each data point had a chainage calculated. This method was used to interpolate travel times and variability for each segment The average travel times and variability was then visualized on a map.
  10. GEETA Describe how this graphic was created and what it shows. Discuss thresholds – e.g. travel speeds and variability upper and lower bounds Thresholds based on desired performance as discussed in Sydney’s Bus Futures and agreed with Transport for NSW Average Speed ideally above 25km/hr Variability less than 40%
  11. The data analysis study was used as part of broader study on Northern Beaches corridor performance and opportunities investigation Previously this work has fed into business cases for corridor improvements Creating a stream-lined data analysis service for our clients – well tested and proven Opportunities to use method within Auckland and New Zealand transport markets
  12. Who in the room catches to the bus to and from work? Who catches the bus for fun? Or relies on it for I would not be surprised if your bus journey to work was one of the most frustrating moments in your day. It certainly has been for me. I am actually a train convert. Imagine if we could be like those Nurofen ads? “Transport planners